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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
30,738 comments · Page 281 of 1230
this mofo don't miss
this mofo don't miss
Identity Attack0.10221587
Insult0.42367843
Profanity0.33808854
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.42129645 Low Con 0.285 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
We shouldn't have to support an immigrant at all! They shouldn't get one red cent from our government! They are breaking federal law by being here illegally. We're on the verge of becoming a third …
We shouldn't have to support an immigrant at all! They shouldn't get one red cent from our government! They are breaking federal law by being here illegally. We're on the verge of becoming a third world county because we've being flooded with these people.
Identity Attack0.48949075
Insult0.27558193
Profanity0.041912504
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.42129645 Moderate Con 0.372
Dec 21, 2023 3 likes How much do refugees and …
Nobody wants to live with Poop Jeets.
Nobody wants to live with Poop Jeets.
Identity Attack0.15517195
Insult0.40420914
Profanity0.29209393
Threat0.019573374
Severe Toxicity0.023076924
Moderate 0.42129645 Low Con 0.215 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
to the panel who are getting paid big bucks for doing NOTHING, do your job and find them, and deport them. You are destroying our country and are incompetent. I applaud Michelle Rempel Garner, thank …
to the panel who are getting paid big bucks for doing NOTHING, do your job and find them, and deport them. You are destroying our country and are incompetent. I applaud Michelle Rempel Garner, thank you for your hard work in trying to save Canada. Keep up the great work
Identity Attack0.06249457
Insult0.4747285
Profanity0.024677763
Threat0.039256934
Severe Toxicity0.014317908
Moderate 0.42129645 Constructive 0.525
Oct 13, 2025 IRCC Names India in Study …
Tyler, aren't you a piece of work, a proud covert racist and master manipulator. Divide n conquer, psychological warfare and low iq yikes like you, makes the elite happy for the missionary work you're doing. …
Tyler, aren't you a piece of work, a proud covert racist and master manipulator. Divide n conquer, psychological warfare and low iq yikes like you, makes the elite happy for the missionary work you're doing. Hm, even they can't take their money with them when its their time to transition. Nothing to see here folks just the usual suspects doing the usual.
Identity Attack0.10221587
Insult0.4710501
Profanity0.044417568
Threat0.009722093
Severe Toxicity0.014898917
Moderate 0.42129645 Low Con 0.208 Moral_Argument
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Deport them all! Amen
Deport them all! Amen
Identity Attack0.37507164
Insult0.1823172
Profanity0.06796519
Threat0.33294448
Severe Toxicity0.023599008
Moderate 0.42129645 Low Con 0.227
Jan 27, 2026 Inside Canada's Indian Invasion...
REFUGEES who are mostly fake get priority care in my cabcer clinic in MONTREAL.
REFUGEES who are mostly fake get priority care in my cabcer clinic in MONTREAL.
Identity Attack0.45348886
Insult0.40243408
Profanity0.084844165
Threat0.01187109
Severe Toxicity0.022193791
Moderate 0.42129645 Low Con 0.28 Unverified_Claim
Jan 4, 2026 Thousands of refugees allowed into …
Troll
Troll
Identity Attack0.010803374
Insult0.4794537
Profanity0.17148167
Threat0.0074436385
Severe Toxicity0.00957489
Moderate 0.42129645 Moderate Con 0.386
Jan 27, 2026 Inside Canada's Indian Invasion...
9:29 Dude what are you harrassing that guy? Why did you come here ? He didn't come here coz of you. He came here for his reasons okay. That's like me holding up your collar …
9:29 Dude what are you harrassing that guy? Why did you come here ? He didn't come here coz of you. He came here for his reasons okay. That's like me holding up your collar for every crime commited by white people across Americas its like you're trying to provoke people against each other
Identity Attack0.38215697
Insult0.21368977
Profanity0.19278693
Threat0.05721026
Severe Toxicity0.023076924
Moderate 0.42129645 Constructive 0.543
Jan 17, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
THIS IS WHAT THE JEWS DID TO US.... BOTTOM LINE.... THANK THE JEWS LADY..
THIS IS WHAT THE JEWS DID TO US.... BOTTOM LINE.... THANK THE JEWS LADY..
Identity Attack0.48915586
Insult0.16751462
Profanity0.16031636
Threat0.012906751
Severe Toxicity0.023411209
Moderate 0.41910073 Low Con 0.206
Aug 25, 2025 Why Canadians Are Turning Against …
Fraser you're just great at failure
Fraser you're just great at failure
Identity Attack0.020279141
Insult0.40243408
Profanity0.114160895
Threat0.009230154
Severe Toxicity0.014059683
Moderate 0.41910073 Low Con 0.288 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Very Easy: To many immigrants and they dont want to integrate but convert it into the image of the land they left behind. They are many that are nice but there are many that are …
Very Easy: To many immigrants and they dont want to integrate but convert it into the image of the land they left behind. They are many that are nice but there are many that are insulting and emboldened to be just arrogant… and insulting.. Close the Borders..
Identity Attack0.37222284
Insult0.4339631
Profanity0.022218296
Threat0.009540852
Severe Toxicity0.012435913
Moderate 0.41910073 Moderate Con 0.393 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
6:51 the Canadians even have a Trump Derangement Syndrome Sports emporium 😂
6:51 the Canadians even have a Trump Derangement Syndrome Sports emporium 😂
Identity Attack0.3817989
Insult0.40975618
Profanity0.049928714
Threat0.007598988
Severe Toxicity0.01935331
Moderate 0.41910073 Low Con 0.177 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The Libtards DO NOT WANT TO FIX THE BROKEN SYSTEM 😒
The Libtards DO NOT WANT TO FIX THE BROKEN SYSTEM 😒
Identity Attack0.25309357
Insult0.40243408
Profanity0.29209393
Threat0.010705971
Severe Toxicity0.023076924
Moderate 0.41910073 Low Con 0.085 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
We normal, sane, reasonable Canadian-born and bred citizens have become so "whipped" in the last 10 years under this tyranny called the LIBERAL PARTY OF CANADA, and their woke ideology. Im 60y.o., and have been …
We normal, sane, reasonable Canadian-born and bred citizens have become so "whipped" in the last 10 years under this tyranny called the LIBERAL PARTY OF CANADA, and their woke ideology. Im 60y.o., and have been screaming from the hilltops for ten years about out country being over run and dominated by Indians, and Muslims. ENOUGH !! FFSAKES, I'M NEARING THE POINT OF NO RETURN. IF THESE LIBERALS WIN THE NEXT ELECTION, IT WILL BE A CALL TO ACTION FOR ME. I WILL DO SOMETHING THAT OTHERWISE, I WOULDN'T EVEN CONTEMPLATE. MY ACT WILL BE HEARD AROUND THE WORLD, AND HOPEFULLY IT WILL CAUSE OTHERS TO AT LEAST ENACT CHANGE, AND TAKE CANADA BACK FROM THESE EVIL, SAVAGES THAT ARE OVERRUNNING HER. I'LL BE GIVING MY LIFE FOR MY BELIEFS, AND FOR MY LOVE OF GOD AND COUNTRY! GOD HELP ME, FORGIVE ME, AND GOD BLESS CANADA AND PIERRE POLIEVRE. HE IS MY, AND CANADA'S ONLY HOPE OF RESCUE. THE MUSLIM AND INDIAN TAKEOVER WILL END, OR I WILL!!
Identity Attack0.44690517
Insult0.40243408
Profanity0.09992486
Threat0.0287245
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.487
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Funny ! How this guy is calling it as a " INVASION " when all of these indian people entered canada legally and assimilated into canadian culture . I reguard this vlog as an disgusting …
Funny ! How this guy is calling it as a " INVASION " when all of these indian people entered canada legally and assimilated into canadian culture . I reguard this vlog as an disgusting attempt to smear and tarnish the reputation of Good honest and hard working south asians .
Identity Attack0.4482637
Insult0.39743927
Profanity0.07708528
Threat0.00933372
Severe Toxicity0.018449519
Moderate 0.41910073 Constructive 0.573 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Brampton has been Brown Town since the 90s and nothing wrong with that. Same thing happend in Surrey in BC. The mass immigration of Indians lately to these areas is because that's where their beachhead …
Brampton has been Brown Town since the 90s and nothing wrong with that. Same thing happend in Surrey in BC. The mass immigration of Indians lately to these areas is because that's where their beachhead is so to speak. The problem is the low quality of immigrants. For some reason the new influx are like the gypsies of the Indian people. They are scammers and cheaters. Other Indians don't want them around either. Look at the politicians and the government administrators, the college deans that had 9/1 Indian to Canadians. They aren't held accountable. They got promotions.
Identity Attack0.458714
Insult0.4339631
Profanity0.15812257
Threat0.013269233
Severe Toxicity0.023076924
Moderate 0.41910073 Constructive 0.55 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Every time a liberal is asked the question they either lie or they’re too incompetent even have the information. People are voting for them are complicit.
Every time a liberal is asked the question they either lie or they’re too incompetent even have the information. People are voting for them are complicit.
Identity Attack0.10221587
Insult0.48228607
Profanity0.039407436
Threat0.008362788
Severe Toxicity0.008087158
Moderate 0.41910073 Low Con 0.166
Oct 4, 2025 IRCC Names India in Study …
yo yall are hating too much 😭
yo yall are hating too much 😭
Identity Attack0.10221587
Insult0.19967617
Profanity0.18909787
Threat0.01254427
Severe Toxicity0.020386212
Moderate 0.41910073 Moderate Con 0.342 Meta_Commentary
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Overmigration of low skilled Indians is being reversed rightfully
Overmigration of low skilled Indians is being reversed rightfully
Identity Attack0.49032792
Insult0.336253
Profanity0.1413768
Threat0.13245705
Severe Toxicity0.04397394
Moderate 0.41910073 Low Con 0.282 Fear_Threat
Feb 11, 2026 Canada's tighter immigration policy divides …
A bunch of pjeet bots ♂️👳🏿‍♂️ coping with fake usernames and profiles pretending to be a developed country person 😂
A bunch of pjeet bots ♂️👳🏿‍♂️ coping with fake usernames and profiles pretending to be a developed country person 😂
Identity Attack0.120924085
Insult0.38852
Profanity0.2253223
Threat0.011715741
Severe Toxicity0.023076924
Moderate 0.41910073 Low Con 0.167 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
indians are the only asians i think of fondly, this forced ragebait is getting on my nerves.
indians are the only asians i think of fondly, this forced ragebait is getting on my nerves.
Identity Attack0.46028158
Insult0.2659317
Profanity0.28938356
Threat0.03304107
Severe Toxicity0.023129508
Moderate 0.41910073 Moderate Con 0.343 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian invasion. Those invaders do not assimilate
Indian invasion. Those invaders do not assimilate
Identity Attack0.48915586
Insult0.26957804
Profanity0.14049543
Threat0.02855184
Severe Toxicity0.023076924
Moderate 0.41910073 Low Con 0.19
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
https://www.youtube.com/shorts/XuWr9DoH1JI here's a better take on reality Brian, so quit trying to push your BS agenda of the dream that isn't, never was here's another one for your delusions https://www.youtube.com/shorts/Gyzd_0167AM then tell the guy who …
https://www.youtube.com/shorts/XuWr9DoH1JI here's a better take on reality Brian, so quit trying to push your BS agenda of the dream that isn't, never was here's another one for your delusions https://www.youtube.com/shorts/Gyzd_0167AM then tell the guy who had to go to Australia 20 yrs ago, to become a Dr, then the US for Residency spot, that we had a wonderful immigration system/policy, lazy, incompetent politicians, leaders, that's what we've had for 50 years of lies
Identity Attack0.04693319
Insult0.47357693
Profanity0.09868695
Threat0.007948523
Severe Toxicity0.0128976675
Moderate 0.41910073 Moderate Con 0.443 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
As a true Canadian, I want nothing more than to see all of these foreigners expelled.
As a true Canadian, I want nothing more than to see all of these foreigners expelled.
Identity Attack0.4907465
Insult0.2469859
Profanity0.049177196
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.38 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.